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Context Density

Agent skill
1 skill

Use when designing, auditing, refactoring, measuring, or validating token-efficient context and prompt/output contracts. Trigger for AGENTS.md, prompts, skill packages, marketplace plugins, MCP/tool schemas, long-context placement, prompt/context compression, retrieval provenance, runtime context diagnostics, duplicated or overlapping prose, competing skill descriptions, irrelevant-context pruning, prompt reformatting, agent/subagent context handoffs, brittle trigger descriptions, strict JSON/schema/tool-call output, validators, retry/repair loops, or behavior-preserving token reduction.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Skill stats

Skills1CategoryEngineeringStars0

About this skill

Use when designing, auditing, refactoring, measuring, or validating token-efficient context and prompt/output contracts. Trigger for AGENTS.md, prompts, skill packages, marketplace plugins, MCP/tool schemas, long-context placement, prompt/context compression, retrieval provenance, runtime context diagnostics, duplicated or overlapping prose, competing skill descriptions, irrelevant-context pruning, prompt reformatting, agent/subagent context handoffs, brittle trigger descriptions, strict JSON/schema/tool-call output, validators, retry/repair loops, or behavior-preserving token reduction.

Quick start

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
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About this listing

Category
Engineering
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Context Density | Agent Skills Atlas